{"id":"W6967573342","doi":"10.5281/zenodo.10406228","title":"Scipopus (Phaeopterina) dasypogon Lindsay & Marshall 2023, comb. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"White (mutation); Distribution (mathematics); Differential (mechanical device); Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000716461,0.0007722832,0.0001884832,0.0009387146,0.001309858,0.0003731014,0.0003026876,0.0004182365,0.009746904],"category_scores_gemma":[0.0003513441,0.0002289337,0.0001498236,0.0005887631,0.0005208632,0.0008739375,0.0009038566,0.0007106237,0.003783336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930497,"about_ca_system_score_gemma":0.0004801496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005464872,"about_ca_topic_score_gemma":0.0116651,"domain_scores_codex":[0.9999241,0.000006167932,0.000008145476,0.00002366734,0.0000281077,0.000009842181],"domain_scores_gemma":[0.9998988,0.00001682025,0.0000358232,0.000009261084,0.0000200279,0.0000191993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006207329,0.00009317943,0.03825434,0.001345838,0.00009822525,0.004469989,0.001451791,0.001079446,0.02308112,0.004545723,0.04866416,0.8762955],"study_design_scores_gemma":[0.0001961892,0.0004247375,0.3537154,0.0009966029,0.0002431251,0.02153238,0.002457817,0.001165131,0.005866433,0.002858523,0.610487,0.00005670298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3919217,0.01694713,0.01192423,0.001704062,0.002669168,0.002170507,0.01561586,0.0007678855,0.5562795],"genre_scores_gemma":[0.9232898,0.009998973,0.008174606,0.001207743,0.0004371983,0.0005370292,0.005720433,0.00006581203,0.05056849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009746904,"threshold_uncertainty_score":0.03260666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374351400153363,"score_gpt":0.242060194012466,"score_spread":0.1883166800109323,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}